“…Statistics is an essential tool and has been used in several applications and in all areas of human knowledge to improve processes, as decision making and to ensure that the environment is preserved (Cardoso, R.P ;Sampaio, N.A.S;Reis, J.S.M;Silva, D.E.W; da Silva et al, 2021;Correa, M.P.O;Santos, R.R;Cardoso, R.P;Reis, J.S.M; Mendonça et al, 2023;Menezes et al, 2023;Rezende et al, 2023;Rubert et al, 2023;Veloso et al, 2023;Yamada et al, 2023) Many authors have addressed the problem of autocorrelation, especially in the manufacturing environment. This problem has become more serious in the last two decades with the advance of technology, as it is possible to measure the quality characteristics of practically every item produced.…”